Can You give us any ideas on how to improve Accuracy of it.

[raymax0x]

I am Beginner in ML. Would be grateful if you can help out.

[RamBagga]

Try changing number of epochs , play around with the learning rate to find the most efficient one also you can try learning different ML algos which suit this problem more(other than gradient descent) !